Independent Observability Architect
Observability isn't tax. It's leverage. When it's designed right. Stop paying too much for noise, alert fatigue, and dashboards nobody trusts. I help you cut costs up to 10x, reduce MTTR, and enable data driven decisions. Vendor neutral.
Free consultation to 10x your Observability
Calculate Your Potential ROI versus SRE Hire
See how much you could save with an Independent Observability Architect compared to finding and hiring a Senior Observability Engineer or SRE.
Audit Your Observability Costs and Architecture
I audit your observability architecture to find where costs are exploding and reliability is suffering. Get a concrete roadmap with high-leverage optimization opportunities for Datadog, Splunk, Prometheus, Grafana, ClickHouse, OpenTelemetry, and OpenSearch stacks - including migration strategies to reduce costs. You keep the roadmap whether we continue working together or not. Start with a free consultation.
Observability Cardinality Audit
Get an Observability Roadmap that gives you confidence to make decisions
Your roadmap includes:
- Current state mapping: where your money goes
- Signal and alert gaps you're missing
- Cost-to-insight misalignment
- High-leverage optimization options (3-5 specific opportunities)
- Clear decision thresholds and tradeoffs
Start with a free discovery call. No pitch, no pressure.
You keep this roadmap whether or not we continue working together.
Independent Observability Architect
Prometheus, Grafana, ClickHouse, OpenTelemetry, OpenSearch, Datadog & Splunk Consulting
25 years building observability systems that don't break - and don't break the bank. Battle-tested at Fortune 500 scale.
Led Observability at Fortune 500 Companies:
- Successfully migrated away from Splunk, saving $2.5 million annually
- Supported 300+ engineers
- 1 Billion+ active time series in Prometheus
- 8M+ samples/second, 150TiB logs/day at scale
- Implemented Thanos and Mimir for Prometheus clustering
Built systems that actually work:
- HIPAA, GDPR, FedRAMP compliant Observability Platforms
- Architected Thanos/Grafana cluster: 1B+ unique time series
- Open source contributor: Graphite, Prometheus, Thanos
- Built StatsRelay (multi-million UDP packets/second capacity for StatsD)
Recognition:
- Gertrude Cox Award recipient for innovative teaching with technology
- Host of Cardinality Cloud YouTube channel
- Host of operations.fm podcast
- Conference speaker: Monitorama PDX 2023, Monitorama PDX 2019, All Things Open 2020
- Industry thought leader
Technology-agnostic expertise:
Prometheus • Grafana • Thanos • Mimir • Loki • Tempo • Datadog • ClickHouse • OpenSearch • Splunk • OpenTelemetry • Graphite • StatsD • InfluxDB • Honeycomb • Coralogix
Ready to See Where Your Observability Budget Is Going?
Start with a free discovery call to discuss your observability challenges.
No pitch, no pressure. Just a conversation to see if an audit makes sense for you.
Prefer a different way to connect?
Email: jjneely@cardinality.cloud
YouTube: @cardinalitycloud
Podcast: operations.fm